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Models/Deeprft (REDS)

Deeprft (REDS)

Reported on 24 benchmarks across 4 tasks · 1 paper · 4 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision6 results

  • DeblurringonMSU BASED
    LPIPS· 2021-11-23
    0.08139
    best: 0.07836 (MAXIM (REDS))
    SOTA
    Intriguing Findings of Frequency Selection for Image DeblurringarXiv:2111.11745
  • DeblurringonMSU BASED
    ERQAv2.0· 2021-11-23
    0.74339
    best: 0.75056 (VRT (REDS))
    Intriguing Findings of Frequency Selection for Image DeblurringarXiv:2111.11745
  • DeblurringonMSU BASED
    PSNR· 2021-11-23
    31.32349
    best: 31.76111 (Restormer)
    Intriguing Findings of Frequency Selection for Image DeblurringarXiv:2111.11745
  • DeblurringonMSU BASED
    SSIM· 2021-11-23
    0.94479
    best: 0.95035 (NAFNet (REDS))
    Intriguing Findings of Frequency Selection for Image DeblurringarXiv:2111.11745
  • DeblurringonMSU BASED
    Subjective· 2021-11-23
    0.4622
    best: 2.8405 (NAFNet (REDS))
    Intriguing Findings of Frequency Selection for Image DeblurringarXiv:2111.11745
  • DeblurringonMSU BASED
    VMAF· 2021-11-23
    66.46811
    best: 67.7557 (MAXIM (GoPro))
    Intriguing Findings of Frequency Selection for Image DeblurringarXiv:2111.11745

Methodology6 results

  • 2D ClassificationonMSU BASED
    LPIPS· 2021-11-23
    0.08139
    best: 0.07836 (MAXIM (REDS))
    SOTA
    Intriguing Findings of Frequency Selection for Image DeblurringarXiv:2111.11745
  • 2D ClassificationonMSU BASED
    ERQAv2.0· 2021-11-23
    0.74339
    best: 0.75056 (VRT (REDS))
    Intriguing Findings of Frequency Selection for Image DeblurringarXiv:2111.11745
  • 2D ClassificationonMSU BASED
    PSNR· 2021-11-23
    31.32349
    best: 31.76111 (Restormer)
    Intriguing Findings of Frequency Selection for Image DeblurringarXiv:2111.11745
  • 2D ClassificationonMSU BASED
    SSIM· 2021-11-23
    0.94479
    best: 0.95035 (NAFNet (REDS))
    Intriguing Findings of Frequency Selection for Image DeblurringarXiv:2111.11745
  • 2D ClassificationonMSU BASED
    Subjective· 2021-11-23
    0.4622
    best: 2.8405 (NAFNet (REDS))
    Intriguing Findings of Frequency Selection for Image DeblurringarXiv:2111.11745
  • 2D ClassificationonMSU BASED
    VMAF· 2021-11-23
    66.46811
    best: 67.7557 (MAXIM (GoPro))
    Intriguing Findings of Frequency Selection for Image DeblurringarXiv:2111.11745

Audio6 results

  • 10-shot image generationonMSU BASED
    LPIPS· 2021-11-23
    0.08139
    best: 0.07836 (MAXIM (REDS))
    SOTA
    Intriguing Findings of Frequency Selection for Image DeblurringarXiv:2111.11745
  • 10-shot image generationonMSU BASED
    ERQAv2.0· 2021-11-23
    0.74339
    best: 0.75056 (VRT (REDS))
    Intriguing Findings of Frequency Selection for Image DeblurringarXiv:2111.11745
  • 10-shot image generationonMSU BASED
    PSNR· 2021-11-23
    31.32349
    best: 31.76111 (Restormer)
    Intriguing Findings of Frequency Selection for Image DeblurringarXiv:2111.11745
  • 10-shot image generationonMSU BASED
    SSIM· 2021-11-23
    0.94479
    best: 0.95035 (NAFNet (REDS))
    Intriguing Findings of Frequency Selection for Image DeblurringarXiv:2111.11745
  • 10-shot image generationonMSU BASED
    Subjective· 2021-11-23
    0.4622
    best: 2.8405 (NAFNet (REDS))
    Intriguing Findings of Frequency Selection for Image DeblurringarXiv:2111.11745
  • 10-shot image generationonMSU BASED
    VMAF· 2021-11-23
    66.46811
    best: 67.7557 (MAXIM (GoPro))
    Intriguing Findings of Frequency Selection for Image DeblurringarXiv:2111.11745

Computer Code6 results

  • Blind Image DeblurringonMSU BASED
    LPIPS· 2021-11-23
    0.08139
    best: 0.07836 (MAXIM (REDS))
    SOTA
    Intriguing Findings of Frequency Selection for Image DeblurringarXiv:2111.11745
  • Blind Image DeblurringonMSU BASED
    ERQAv2.0· 2021-11-23
    0.74339
    best: 0.75056 (VRT (REDS))
    Intriguing Findings of Frequency Selection for Image DeblurringarXiv:2111.11745
  • Blind Image DeblurringonMSU BASED
    PSNR· 2021-11-23
    31.32349
    best: 31.76111 (Restormer)
    Intriguing Findings of Frequency Selection for Image DeblurringarXiv:2111.11745
  • Blind Image DeblurringonMSU BASED
    SSIM· 2021-11-23
    0.94479
    best: 0.95035 (NAFNet (REDS))
    Intriguing Findings of Frequency Selection for Image DeblurringarXiv:2111.11745
  • Blind Image DeblurringonMSU BASED
    Subjective· 2021-11-23
    0.4622
    best: 2.8405 (NAFNet (REDS))
    Intriguing Findings of Frequency Selection for Image DeblurringarXiv:2111.11745
  • Blind Image DeblurringonMSU BASED
    VMAF· 2021-11-23
    66.46811
    best: 67.7557 (MAXIM (GoPro))
    Intriguing Findings of Frequency Selection for Image DeblurringarXiv:2111.11745